Databricks Community

amitkmaurya · 05-02-2024

May be I am new to Databricks that's why I have confusion.Suppose I have worker memory of 64gb in Databricks job max 12 nodes...and my job is failing due to Executor Lost due to 137 (OOM if found on internet).So, to fix this I need to increase execut...

amitkmaurya · 05-02-2024

Getting following error while saving a dataframe partitioned by two columns.Job aborted due to stage failure: Task 5774 in stage 33.0 failed 4 times, most recent failure: Lost task 5774.3 in stage 33.0 (TID 7736) (13.2.96.110 executor 7): ExecutorLos...

amitkmaurya · 05-16-2024

Hi @raphaelblg ,I have solved this issue. Yes, in my case data skewness was the issue that was causing this executor OOM, so adding repartition just before writing resolved this skewness. I didn't change any workers or driver memory.Thanks for your h...

amitkmaurya · 05-16-2024

Hi, I have solved the problem with the same workers and driver.In my case data skewness was the problem.Adding repartition to the dataframe just before writing, evenly distributed the data across the nodes and this stage failure resolved.Thanks @Reti...

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How to increase executor memory in Databricks jobs

Databricks job keep getting failed due to executor lost.

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Re: Databricks job keep getting failed due to executor lost.